{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "3d9abc78",
   "metadata": {},
   "source": [
    "# init"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "8fa3996e",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/amax/anaconda3/envs/mopo/lib/python3.6/site-packages/tensorflow/python/framework/dtypes.py:516: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.\n",
      "  _np_qint8 = np.dtype([(\"qint8\", np.int8, 1)])\n",
      "/home/amax/anaconda3/envs/mopo/lib/python3.6/site-packages/tensorflow/python/framework/dtypes.py:517: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.\n",
      "  _np_quint8 = np.dtype([(\"quint8\", np.uint8, 1)])\n",
      "/home/amax/anaconda3/envs/mopo/lib/python3.6/site-packages/tensorflow/python/framework/dtypes.py:518: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.\n",
      "  _np_qint16 = np.dtype([(\"qint16\", np.int16, 1)])\n",
      "/home/amax/anaconda3/envs/mopo/lib/python3.6/site-packages/tensorflow/python/framework/dtypes.py:519: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.\n",
      "  _np_quint16 = np.dtype([(\"quint16\", np.uint16, 1)])\n",
      "/home/amax/anaconda3/envs/mopo/lib/python3.6/site-packages/tensorflow/python/framework/dtypes.py:520: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.\n",
      "  _np_qint32 = np.dtype([(\"qint32\", np.int32, 1)])\n",
      "/home/amax/anaconda3/envs/mopo/lib/python3.6/site-packages/tensorflow/python/framework/dtypes.py:525: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.\n",
      "  np_resource = np.dtype([(\"resource\", np.ubyte, 1)])\n"
     ]
    }
   ],
   "source": [
    "import os\n",
    "from RLA.easy_plot.plot_func import plot_res_func"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "fe7a5c0a",
   "metadata": {},
   "source": [
    "# hopper_mixed  mopo 基线测试"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 65,
   "id": "d7d6aff7",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "check regs /home/amax/thl/causal_mopo/log/v3_examples.config.d4rl.hopper_mixed/2022/01/20/*seed=8*. log found: \n",
      "/home/amax/thl/causal_mopo/log/v3_examples.config.d4rl.hopper_mixed/2022/01/20/23-21-11-371171 114.212.22.87 &info=search_p&model_suffix=7&penalty_coeff=1.0&length=5&run_params.seed=8&mask=binary_04_medium_replay_causal&network_structure=shared\n",
      "/home/amax/thl/causal_mopo/log/v3_examples.config.d4rl.hopper_mixed/2022/01/20/23-20-33-710400 114.212.22.87 &info=search_p&model_suffix=7&penalty_coeff=1.0&length=5&run_params.seed=8&mask=binary_02_medium_replay_causal&network_structure=shared\n",
      "/home/amax/thl/causal_mopo/log/v3_examples.config.d4rl.hopper_mixed/2022/01/20/17-07-12-329443 114.212.22.87 &info=tmp&model_suffix=7&penalty_coeff=1.0&length=5&run_params.seed=88&mask=dense&network_structure=shared\n",
      "/home/amax/thl/causal_mopo/log/v3_examples.config.d4rl.hopper_mixed/2022/01/20/17-06-41-955063 114.212.22.87 &info=tmp&model_suffix=7&penalty_coeff=1.0&length=5&run_params.seed=88&mask=dense&network_structure=shared\n",
      "/home/amax/thl/causal_mopo/log/v3_examples.config.d4rl.hopper_mixed/2022/01/20/19-08-45-627828 114.212.22.87 &info=mopo-original-hp&model_suffix=7&penalty_coeff=1.0&length=5&run_params.seed=888&mask=dense&network_structure=shared\n",
      "/home/amax/thl/causal_mopo/log/v3_examples.config.d4rl.hopper_mixed/2022/01/20/00-36-20-537364 114.212.22.87 &info=mopo-retrain-test&model_suffix=7&penalty_coeff=0.25&length=10&run_params.seed=88\n",
      "/home/amax/thl/causal_mopo/log/v3_examples.config.d4rl.hopper_mixed/2022/01/20/00-30-57-512620 114.212.22.87 &info=mopo-retrain-test&model_suffix=7&penalty_coeff=1.0&length=5&run_params.seed=88&mask=dense&network_structure=shared\n",
      "/home/amax/thl/causal_mopo/log/v3_examples.config.d4rl.hopper_mixed/2022/01/20/00-32-52-867358 114.212.22.87 &info=mopo-retrain-test&model_suffix=7&penalty_coeff=1.0&length=5&run_params.seed=88&mask=dense&network_structure=shared\n",
      "/home/amax/thl/causal_mopo/log/v3_examples.config.d4rl.hopper_mixed/2022/01/20/23-19-50-546931 114.212.22.87 &info=search_p&model_suffix=7&penalty_coeff=1.0&length=5&run_params.seed=8&mask=binary_01_medium_replay_causal_mask&network_structure=shared\n",
      "/home/amax/thl/causal_mopo/log/v3_examples.config.d4rl.hopper_mixed/2022/01/20/23-20-25-524214 114.212.22.87 &info=search_p&model_suffix=7&penalty_coeff=1.0&length=5&run_params.seed=8&mask=binary_01_medium_replay_causal&network_structure=shared\n",
      "/home/amax/thl/causal_mopo/log/v3_examples.config.d4rl.hopper_mixed/2022/01/20/00-16-51-183229 114.212.22.87 &info=default_info&model_suffix=7&penalty_coeff=1.0&length=5&run_params.seed=88&mask=dense&network_structure=shared\n",
      "/home/amax/thl/causal_mopo/log/v3_examples.config.d4rl.hopper_mixed/2022/01/20/17-22-24-436908 114.212.22.87 &info=tmp&model_suffix=7&penalty_coeff=1.0&length=5&run_params.seed=8&mask=dense&network_structure=shared\n",
      "/home/amax/thl/causal_mopo/log/v3_examples.config.d4rl.hopper_mixed/2022/01/20/23-20-53-086942 114.212.22.87 &info=search_p&model_suffix=7&penalty_coeff=1.0&length=5&run_params.seed=8&mask=binary_03_medium_replay_causal&network_structure=shared\n",
      "/home/amax/thl/causal_mopo/log/v3_examples.config.d4rl.hopper_mixed/2022/01/20/00-35-09-775764 114.212.22.87 &info=mopo-retrain-test&model_suffix=7&penalty_coeff=0.25&length=10&run_params.seed=88\n",
      "/home/amax/thl/causal_mopo/log/v3_examples.config.d4rl.hopper_mixed/2022/01/20/00-38-29-177104 114.212.22.87 &info=mopo-retrain-test&model_suffix=7&penalty_coeff=0.25&length=10&run_params.seed=8\n",
      "/home/amax/thl/causal_mopo/log/v3_examples.config.d4rl.hopper_mixed/2022/01/20/17-09-59-659355 114.212.22.87 &info=tmp&model_suffix=7&penalty_coeff=1.0&length=5&run_params.seed=88&mask=dense&network_structure=shared\n",
      "/home/amax/thl/causal_mopo/log/v3_examples.config.d4rl.hopper_mixed/2022/01/20/00-38-07-858394 114.212.22.87 &info=mopo-retrain-test&model_suffix=7&penalty_coeff=0.25&length=10&run_params.seed=888\n",
      "check regs /home/amax/thl/causal_mopo/log/v3_examples.config.d4rl.hopper_mixed/2022/01/20/17-22-24-436908*. log found: \n",
      "/home/amax/thl/causal_mopo/log/v3_examples.config.d4rl.hopper_mixed/2022/01/20/17-22-24-436908 114.212.22.87 &info=tmp&model_suffix=7&penalty_coeff=1.0&length=5&run_params.seed=8&mask=dense&network_structure=shared\n",
      "[error keys]: evaluation/return-average\n",
      "other read error : \n",
      "[error keys]: evaluation/return-average\n",
      "other read error : \n",
      "skipping progress file in  /home/amax/thl/causal_mopo/log/v3_examples.config.d4rl.hopper_mixed/2022/01/20/17-06-41-955063 114.212.22.87 &info=tmp&model_suffix=7&penalty_coeff=1.0&length=5&run_params.seed=88&mask=dense&network_structure=shared empty data\n",
      "[error keys]: evaluation/return-average\n",
      "other read error : \n",
      "[error keys]: evaluation/return-average\n",
      "other read error : \n",
      "skipping progress file in  /home/amax/thl/causal_mopo/log/v3_examples.config.d4rl.hopper_mixed/2022/01/20/23-19-50-546931 114.212.22.87 &info=search_p&model_suffix=7&penalty_coeff=1.0&length=5&run_params.seed=8&mask=binary_01_medium_replay_causal_mask&network_structure=shared empty data\n",
      "[error keys]: evaluation/return-average\n",
      "other read error : \n",
      "skipping progress file in  /home/amax/thl/causal_mopo/log/v3_examples.config.d4rl.hopper_mixed/2022/01/20/00-16-51-183229 114.212.22.87 &info=default_info&model_suffix=7&penalty_coeff=1.0&length=5&run_params.seed=88&mask=dense&network_structure=shared empty data\n",
      "[error keys]: evaluation/return-average\n",
      "other read error : \n",
      "[error keys]: evaluation/return-average\n",
      "other read error : \n",
      "---- load dataset 8---- \n",
      "--- complete process ---\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 504x432 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# env_name='hopper'\n",
    "task = f'v3_examples.config.d4rl.hopper_mixed'\n",
    "# title_name = task \n",
    "prefix_dir = f'{os.getcwd()}/log/{task}'\n",
    "regs = [                \n",
    "    \"2022/01/20/*seed=8*\",\n",
    "    '2022/01/20/17-22-24-436908*'\n",
    "    \n",
    "    ]\n",
    "_ = plot_res_func(prefix_dir, regs=regs, \n",
    "              param_keys=[ 'model_suffix', 'info'], \n",
    "              value_keys=[\"evaluation/return-average\"],\n",
    "              resample=1024,\n",
    "              smooth_step=5,\n",
    "                \n",
    "                  vary_len_plot=False,\n",
    "#               shaded_range=False,\n",
    "#               xlabel=\"epochs\",\n",
    "#               ylabel=\"normalized return\",\n",
    "              )\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "ae52f4a8",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "mopo",
   "language": "python",
   "name": "mopo"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.6.5"
  },
  "toc": {
   "base_numbering": 1,
   "nav_menu": {},
   "number_sections": true,
   "sideBar": true,
   "skip_h1_title": false,
   "title_cell": "Table of Contents",
   "title_sidebar": "Contents",
   "toc_cell": false,
   "toc_position": {},
   "toc_section_display": true,
   "toc_window_display": false
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
